developer_uid: huohuo12
submission_id: mistralai-mistral-nem_93303_v410
model_name: mistralai-mistral-nem_93303_v410
model_group: mistralai/Mistral-Nemo-I
status: torndown
timestamp: 2025-02-20T06:01:22+00:00
num_battles: 5122
num_wins: 2535
celo_rating: 1246.45
family_friendly_score: 0.6198
family_friendly_standard_error: 0.006865099562278758
submission_type: basic
model_repo: mistralai/Mistral-Nemo-Instruct-2407
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6041508900432435, 'latency_mean': 1.6551190865039827, 'latency_p50': 1.6616874933242798, 'latency_p90': 1.826445960998535}, {'batch_size': 3, 'throughput': 1.102489788905475, 'latency_mean': 2.7111046421527862, 'latency_p50': 2.7088810205459595, 'latency_p90': 3.0282077550888062}, {'batch_size': 5, 'throughput': 1.337587322351604, 'latency_mean': 3.714802838563919, 'latency_p50': 3.7328494787216187, 'latency_p90': 4.209880542755127}, {'batch_size': 6, 'throughput': 1.4058467640722616, 'latency_mean': 4.2462260389328, 'latency_p50': 4.25176203250885, 'latency_p90': 4.7075005054473875}, {'batch_size': 8, 'throughput': 1.4672213357139263, 'latency_mean': 5.407165771722793, 'latency_p50': 5.402652621269226, 'latency_p90': 6.102712416648865}, {'batch_size': 10, 'throughput': 1.488094661562439, 'latency_mean': 6.66428390622139, 'latency_p50': 6.675177097320557, 'latency_p90': 7.581071662902832}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: mistralai-mistral-nem_93303_v410
is_internal_developer: False
language_model: mistralai/Mistral-Nemo-Instruct-2407
model_size: 13B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-02-19
win_ratio: 0.4949238578680203
generation_params: {'temperature': 0.75, 'top_p': 0.88, 'min_p': 0.02, 'top_k': 50, 'presence_penalty': 0.65, 'frequency_penalty': 0.25, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name mistralai-mistral-nem-93303-v410-mkmlizer
Waiting for job on mistralai-mistral-nem-93303-v410-mkmlizer to finish
mistralai-mistral-nem-93303-v410-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
mistralai-mistral-nem-93303-v410-mkmlizer: ║     _____            __           __                                ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║       /___/                                                         ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  Version: 0.12.8                                                    ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  https://mk1.ai                                                     ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  The license key for the current software has been verified as      ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  belonging to:                                                      ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  Chai Research Corp.                                                ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
mistralai-mistral-nem-93303-v410-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v410-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
mistralai-mistral-nem-93303-v410-mkmlizer: Downloaded to shared memory in 58.308s
mistralai-mistral-nem-93303-v410-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7zsy7lyf, device:0
mistralai-mistral-nem-93303-v410-mkmlizer: Saving flywheel model at /dev/shm/model_cache
mistralai-mistral-nem-93303-v410-mkmlizer: quantized model in 39.059s
mistralai-mistral-nem-93303-v410-mkmlizer: Processed model mistralai/Mistral-Nemo-Instruct-2407 in 97.368s
mistralai-mistral-nem-93303-v410-mkmlizer: creating bucket guanaco-mkml-models
mistralai-mistral-nem-93303-v410-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
mistralai-mistral-nem-93303-v410-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v410
mistralai-mistral-nem-93303-v410-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v410/config.json
mistralai-mistral-nem-93303-v410-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v410/special_tokens_map.json
mistralai-mistral-nem-93303-v410-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v410/tokenizer_config.json
mistralai-mistral-nem-93303-v410-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v410/tokenizer.json
mistralai-mistral-nem-93303-v410-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v410/flywheel_model.0.safetensors
mistralai-mistral-nem-93303-v410-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:12, 27.74it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:08, 43.84it/s]
Loading 0:   5%|▍         | 17/363 [00:00<00:08, 41.09it/s]
Loading 0:   6%|▌         | 22/363 [00:00<00:08, 39.88it/s]
Loading 0:   7%|▋         | 27/363 [00:00<00:08, 40.84it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:10, 32.12it/s]
Loading 0:  11%|█         | 39/363 [00:01<00:08, 39.03it/s]
Loading 0:  12%|█▏        | 44/363 [00:01<00:08, 38.68it/s]
Loading 0:  13%|█▎        | 49/363 [00:01<00:08, 38.57it/s]
Loading 0:  15%|█▍        | 54/363 [00:01<00:07, 38.75it/s]
Loading 0:  16%|█▌        | 58/363 [00:01<00:08, 37.11it/s]
Loading 0:  17%|█▋        | 62/363 [00:01<00:12, 24.77it/s]
Loading 0:  18%|█▊        | 66/363 [00:01<00:11, 25.78it/s]
Loading 0:  19%|█▉        | 69/363 [00:02<00:11, 25.97it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:11, 25.92it/s]
Loading 0:  21%|██▏       | 78/363 [00:02<00:09, 30.96it/s]
Loading 0:  23%|██▎       | 82/363 [00:02<00:09, 29.41it/s]
Loading 0:  24%|██▍       | 87/363 [00:02<00:08, 33.78it/s]
Loading 0:  25%|██▌       | 91/363 [00:02<00:08, 31.15it/s]
Loading 0:  26%|██▋       | 96/363 [00:02<00:07, 35.41it/s]
Loading 0:  28%|██▊       | 100/363 [00:03<00:08, 32.52it/s]
Loading 0:  29%|██▉       | 106/363 [00:03<00:06, 37.85it/s]
Loading 0:  31%|███       | 112/363 [00:03<00:06, 41.11it/s]
Loading 0:  32%|███▏      | 117/363 [00:03<00:06, 38.96it/s]
Loading 0:  34%|███▎      | 122/363 [00:03<00:06, 39.44it/s]
Loading 0:  35%|███▍      | 127/363 [00:03<00:07, 31.45it/s]
Loading 0:  36%|███▋      | 132/363 [00:03<00:06, 33.76it/s]
Loading 0:  37%|███▋      | 136/363 [00:04<00:07, 31.08it/s]
Loading 0:  39%|███▉      | 141/363 [00:04<00:06, 34.68it/s]
Loading 0:  40%|███▉      | 145/363 [00:04<00:08, 24.67it/s]
Loading 0:  41%|████      | 149/363 [00:04<00:08, 24.55it/s]
Loading 0:  42%|████▏     | 154/363 [00:04<00:07, 28.94it/s]
Loading 0:  44%|████▎     | 158/363 [00:04<00:07, 28.02it/s]
Loading 0:  45%|████▍     | 163/363 [00:04<00:06, 32.02it/s]
Loading 0:  46%|████▌     | 167/363 [00:05<00:06, 29.92it/s]
Loading 0:  47%|████▋     | 172/363 [00:05<00:05, 34.21it/s]
Loading 0:  48%|████▊     | 176/363 [00:05<00:05, 31.40it/s]
Loading 0:  50%|████▉     | 181/363 [00:05<00:05, 35.23it/s]
Loading 0:  51%|█████     | 185/363 [00:05<00:05, 32.14it/s]
Loading 0:  52%|█████▏    | 190/363 [00:05<00:04, 35.89it/s]
Loading 0:  53%|█████▎    | 194/363 [00:05<00:05, 32.71it/s]
Loading 0:  55%|█████▍    | 199/363 [00:06<00:04, 36.71it/s]
Loading 0:  56%|█████▌    | 203/363 [00:06<00:04, 32.13it/s]
Loading 0:  58%|█████▊    | 209/363 [00:06<00:03, 38.73it/s]
Loading 0:  59%|█████▉    | 214/363 [00:06<00:04, 35.74it/s]
Loading 0:  60%|██████    | 218/363 [00:06<00:04, 34.85it/s]
Loading 0:  61%|██████▏   | 223/363 [00:06<00:05, 27.61it/s]
Loading 0:  63%|██████▎   | 227/363 [00:06<00:04, 28.24it/s]
Loading 0:  64%|██████▎   | 231/363 [00:07<00:04, 27.86it/s]
Loading 0:  65%|██████▌   | 237/363 [00:07<00:03, 32.83it/s]
Loading 0:  66%|██████▋   | 241/363 [00:07<00:03, 32.27it/s]
Loading 0:  68%|██████▊   | 246/363 [00:07<00:03, 34.43it/s]
Loading 0:  69%|██████▉   | 250/363 [00:07<00:03, 33.49it/s]
Loading 0:  70%|███████   | 255/363 [00:07<00:03, 35.32it/s]
Loading 0:  71%|███████▏  | 259/363 [00:07<00:03, 33.60it/s]
Loading 0:  73%|███████▎  | 264/363 [00:08<00:02, 35.57it/s]
Loading 0:  74%|███████▍  | 268/363 [00:08<00:02, 33.92it/s]
Loading 0:  75%|███████▌  | 273/363 [00:08<00:02, 35.06it/s]
Loading 0:  76%|███████▋  | 277/363 [00:08<00:02, 33.56it/s]
Loading 0:  78%|███████▊  | 282/363 [00:08<00:02, 35.43it/s]
Loading 0:  79%|███████▉  | 286/363 [00:08<00:02, 34.01it/s]
Loading 0:  80%|███████▉  | 290/363 [00:08<00:02, 35.30it/s]
Loading 0:  81%|████████  | 294/363 [00:08<00:02, 31.77it/s]
Loading 0:  82%|████████▏ | 298/363 [00:09<00:01, 33.28it/s]
Loading 0:  83%|████████▎ | 303/363 [00:09<00:01, 35.05it/s]
Loading 0:  85%|████████▍ | 307/363 [00:16<00:28,  1.98it/s]
Loading 0:  86%|████████▌ | 312/363 [00:16<00:17,  2.88it/s]
Loading 0:  87%|████████▋ | 317/363 [00:16<00:11,  4.14it/s]
Loading 0:  88%|████████▊ | 321/363 [00:16<00:07,  5.37it/s]
Loading 0:  90%|█████████ | 328/363 [00:16<00:04,  8.48it/s]
Loading 0:  92%|█████████▏| 333/363 [00:16<00:02, 10.94it/s]
Loading 0:  93%|█████████▎| 337/363 [00:16<00:01, 13.22it/s]
Loading 0:  94%|█████████▍| 341/363 [00:16<00:01, 15.61it/s]
Loading 0:  95%|█████████▌| 346/363 [00:17<00:00, 19.75it/s]
Loading 0:  96%|█████████▋| 350/363 [00:17<00:00, 22.06it/s]
Loading 0:  98%|█████████▊| 355/363 [00:17<00:00, 26.19it/s]
Loading 0:  99%|█████████▉| 359/363 [00:17<00:00, 27.72it/s]
                                                            

Job mistralai-mistral-nem-93303-v410-mkmlizer completed after 124.3s with status: succeeded
Stopping job with name mistralai-mistral-nem-93303-v410-mkmlizer
Pipeline stage MKMLizer completed in 124.74s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service mistralai-mistral-nem-93303-v410
Waiting for inference service mistralai-mistral-nem-93303-v410 to be ready
Inference service mistralai-mistral-nem-93303-v410 ready after 190.63458466529846s
Pipeline stage MKMLDeployer completed in 191.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.966118097305298s
Received healthy response to inference request in 1.6206071376800537s
Received healthy response to inference request in 1.551262378692627s
Received healthy response to inference request in 1.4971141815185547s
Received healthy response to inference request in 1.5665578842163086s
5 requests
0 failed requests
5th percentile: 1.507943820953369
10th percentile: 1.5187734603881835
20th percentile: 1.5404327392578125
30th percentile: 1.5543214797973632
40th percentile: 1.560439682006836
50th percentile: 1.5665578842163086
60th percentile: 1.5881775856018066
70th percentile: 1.6097972869873047
80th percentile: 1.8897093296051028
90th percentile: 2.4279137134552005
95th percentile: 2.697015905380249
99th percentile: 2.9122976589202882
mean time: 1.8403319358825683
Pipeline stage StressChecker completed in 10.39s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.68s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.60s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v410 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2694.97s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v410 status is now inactive due to auto deactivation removed underperforming models
mistralai-mistral-nem_93303_v410 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v410 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v410 status is now torndown due to DeploymentManager action
ChatRequest
Generation Params
Prompt Formatter
Chat History
ChatMessage 1